Overview
Reproducibility

Table Overview

Columns	29
Rows	2,154
`NA`s	85 (0.14%)
Duplicate Rows	0

Column Types

integer	17
numeric	10
character	1
Date	1

Reproducibility Information

Scan Build Time	`2021-11-18 16:10:27`
pointblank Version	`0.9.0`
R Version	R version 4.1.1 (2021–08–10) Kick Things
Operating System	`x86_64-w64-mingw32`

id
integer

Distinct	2,154
`NA`s	0
`Inf`/`-Inf`	0

Mean	5,431.06
Minimum	3,301
Maximum	7,607

Quantile Statistics

Minimum	3,301.00
5th Percentile	3,517.95
Q1	4,356.00
Median	5,428.50
Q3	6,490.75
95th Percentile	7,392.05
Maximum	7,607.00
Range	4,306.00
IQR	2,134.75

Descriptive Statistics

Mean	5,431.06
Variance	1,528,112.93
Standard Deviation	1,236.17
Coefficient of Variation	0.23

Value	Count	Frequency
3301	1	0.0%
3303	1	0.0%
3305	1	0.0%
3307	1	0.0%
3309	1	0.0%
3318	1	0.0%
3320	1	0.0%
3324	1	0.0%
3329	1	0.0%
Other Values (2144)	2144	99.5%

Maximum Values

Value	Count	Frequency
3301	1	0.05%
3303	1	0.05%
3305	1	0.05%
3307	1	0.05%
3309	1	0.05%
3318	1	0.05%
3320	1	0.05%
3324	1	0.05%
3329	1	0.05%
3330	1	0.05%

Minimum Values

Value	Count	Frequency
3301	1	0.05%
3303	1	0.05%
3305	1	0.05%
3307	1	0.05%
3309	1	0.05%
3318	1	0.05%
3320	1	0.05%
3324	1	0.05%
3329	1	0.05%
3330	1	0.05%

exdate
date

Distinct	688
`NA`s	0
`Inf`/`-Inf`	0

age
integer

Distinct	64
`NA`s	0
`Inf`/`-Inf`	0

Mean	49.86
Minimum	19
Maximum	82

Quantile Statistics

Minimum	19.00
5th Percentile	25.00
Q1	36.00
Median	50.00
Q3	63.00
95th Percentile	75.00
Maximum	82.00
Range	63.00
IQR	27.00

Descriptive Statistics

Mean	49.86
Variance	261.95
Standard Deviation	16.19
Coefficient of Variation	0.32

Value	Count	Frequency
27	63	2.9%
61	52	2.4%
26	51	2.4%
60	50	2.3%
62	50	2.3%
64	50	2.3%
75	50	2.3%
63	48	2.2%
37	46	2.1%
Other Values (1648)	1648	76.5%

Maximum Values

Value	Count	Frequency
27	63	2.92%
61	52	2.41%
26	51	2.37%
60	50	2.32%
62	50	2.32%
64	50	2.32%
75	50	2.32%
63	48	2.23%
37	46	2.14%
76	46	2.14%

Minimum Values

Value	Count	Frequency
19	1	0.05%
81	1	0.05%
82	1	0.05%
20	4	0.19%
80	6	0.28%
21	8	0.37%
79	9	0.42%
78	10	0.46%
22	14	0.65%
77	21	0.97%

sex
integer

Distinct	2
`NA`s	0
`Inf`/`-Inf`	0

Mean	1.54
Minimum	1
Maximum	2

Quantile Statistics

Minimum	1.00
5th Percentile	1.00
Q1	1.00
Median	2.00
Q3	2.00
95th Percentile	2.00
Maximum	2.00
Range	1.00
IQR	1.00

Descriptive Statistics

Mean	1.54
Variance	0.25
Standard Deviation	0.50
Coefficient of Variation	0.32

Value	Count	Frequency
2	1167	54.2%
1	987	45.8%
Other Values (0)	0	0.0%

Maximum Values

Value	Count	Frequency
2	1167	54.18%
1	987	45.82%

Minimum Values

Value	Count	Frequency
1	987	45.82%
2	1167	54.18%

obs_bp
integer

Distinct	11
`NA`s	0
`Inf`/`-Inf`	0

Mean	144.69
Minimum	1
Maximum	99,902

Quantile Statistics

Minimum	1.00
5th Percentile	3.00
Q1	4.00
Median	4.00
Q3	7.00
95th Percentile	9.00
Maximum	99,902.00
Range	99,901.00
IQR	3.00

Descriptive Statistics

Mean	144.69
Variance	13,885,838.51
Standard Deviation	3,726.37
Coefficient of Variation	25.75

Value	Count	Frequency
4	763	35.4%
7	477	22.1%
9	384	17.8%
3	330	15.3%
5	149	6.9%
8	41	1.9%
1	4	0.2%
99902	3	0.1%
11	1	0.0%
Other Values (1)	1	0.0%

Maximum Values

Value	Count	Frequency
4	763	35.42%
7	477	22.14%
9	384	17.83%
3	330	15.32%
5	149	6.92%
8	41	1.90%
1	4	0.19%
99902	3	0.14%
11	1	0.05%
16	1	0.05%

Minimum Values

Value	Count	Frequency
11	1	0.05%
16	1	0.05%
18	1	0.05%
99902	3	0.14%
1	4	0.19%
8	41	1.90%
5	149	6.92%
3	330	15.32%
9	384	17.83%
7	477	22.14%

obs_soma
integer

Distinct	9
`NA`s	0
`Inf`/`-Inf`	0

Mean	98.4
Minimum	1
Maximum	99,902

Quantile Statistics

Minimum	1.00
5th Percentile	3.00
Q1	4.00
Median	5.00
Q3	7.00
95th Percentile	9.00
Maximum	99,902.00
Range	99,901.00
IQR	3.00

Descriptive Statistics

Mean	98.40
Variance	9,261,514.73
Standard Deviation	3,043.27
Coefficient of Variation	30.93

Value	Count	Frequency
4	645	29.9%
7	483	22.4%
9	388	18.0%
5	320	14.9%
3	280	13.0%
8	31	1.4%
1	3	0.1%
2	2	0.1%
99902	2	0.1%
Other Values (0)	0	0.0%

Maximum Values

Value	Count	Frequency
4	645	29.94%
7	483	22.42%
9	388	18.01%
5	320	14.86%
3	280	13.00%
8	31	1.44%
1	3	0.14%
2	2	0.09%
99902	2	0.09%

Minimum Values

Value	Count	Frequency
2	2	0.09%
99902	2	0.09%
1	3	0.14%
8	31	1.44%
3	280	13.00%
5	320	14.86%
9	388	18.01%
7	483	22.42%
4	645	29.94%

obs_int
integer

Distinct	14
`NA`s	0
`Inf`/`-Inf`	0

Mean	53.9
Minimum	1
Maximum	99,900

Quantile Statistics

Minimum	1.00
5th Percentile	1.00
Q1	2.00
Median	3.00
Q3	11.00
95th Percentile	22.00
Maximum	99,900.00
Range	99,899.00
IQR	9.00

Descriptive Statistics

Mean	53.90
Variance	4,632,604.14
Standard Deviation	2,152.35
Coefficient of Variation	39.94

Value	Count	Frequency
2	600	27.9%
1	396	18.4%
11	349	16.2%
22	277	12.9%
3	235	10.9%
12	122	5.7%
10	78	3.6%
23	67	3.1%
4	11	0.5%
Other Values (8)	8	0.4%

Maximum Values

Value	Count	Frequency
2	600	27.86%
1	396	18.38%
11	349	16.20%
22	277	12.86%
3	235	10.91%
12	122	5.66%
10	78	3.62%
23	67	3.11%
4	11	0.51%
5	11	0.51%

Minimum Values

Value	Count	Frequency
13	1	0.05%
25	1	0.05%
99900	1	0.05%
7	5	0.23%
4	11	0.51%
5	11	0.51%
23	67	3.11%
10	78	3.62%
12	122	5.66%
3	235	10.91%

dev_bp
integer

Distinct	12
`NA`s	0
`Inf`/`-Inf`	0

Mean	153.65
Minimum	7
Maximum	99,902

Quantile Statistics

Minimum	7.00
5th Percentile	9.00
Q1	10.00
Median	15.00
Q3	18.00
95th Percentile	22.00
Maximum	99,902.00
Range	99,895.00
IQR	8.00

Descriptive Statistics

Mean	153.65
Variance	13,883,358.66
Standard Deviation	3,726.04
Coefficient of Variation	24.25

Value	Count	Frequency
10	444	20.6%
9	381	17.7%
15	265	12.3%
18	257	11.9%
16	235	10.9%
20	214	9.9%
17	156	7.2%
22	109	5.1%
19	88	4.1%
Other Values (2)	2	0.1%

Maximum Values

Value	Count	Frequency
10	444	20.61%
9	381	17.69%
15	265	12.30%
18	257	11.93%
16	235	10.91%
20	214	9.94%
17	156	7.24%
22	109	5.06%
19	88	4.09%
99902	3	0.14%

Minimum Values

Value	Count	Frequency
7	1	0.05%
14	1	0.05%
99902	3	0.14%
19	88	4.09%
22	109	5.06%
17	156	7.24%
20	214	9.94%
16	235	10.91%
18	257	11.93%
15	265	12.30%

dev_length
integer

Distinct	4
`NA`s	0
`Inf`/`-Inf`	0

Mean	99.19
Minimum	3
Maximum	99,902

Quantile Statistics

Minimum	3.00
5th Percentile	3.00
Q1	3.00
Median	3.00
Q3	11.00
95th Percentile	11.00
Maximum	99,902.00
Range	99,899.00
IQR	8.00

Descriptive Statistics

Mean	99.19
Variance	9,261,379.06
Standard Deviation	3,043.25
Coefficient of Variation	30.68

Value	Count	Frequency
3	1088	50.5%
11	904	42.0%
4	160	7.4%
99902	2	0.1%
Other Values (0)	0	0.0%

Maximum Values

Value	Count	Frequency
3	1088	50.51%
11	904	41.97%
4	160	7.43%
99902	2	0.09%

Minimum Values

Value	Count	Frequency
99902	2	0.09%
4	160	7.43%
11	904	41.97%
3	1088	50.51%

dev_weight
integer

Distinct	4
`NA`s	0
`Inf`/`-Inf`	0

Mean	97.97
Minimum	1
Maximum	99,902

Quantile Statistics

Minimum	1.00
5th Percentile	1.00
Q1	1.00
Median	1.00
Q3	11.00
95th Percentile	11.00
Maximum	99,902.00
Range	99,901.00
IQR	10.00

Descriptive Statistics

Mean	97.97
Variance	9,261,615.14
Standard Deviation	3,043.29
Coefficient of Variation	31.06

Value	Count	Frequency
1	1226	56.9%
11	904	42.0%
2	22	1.0%
99902	2	0.1%
Other Values (0)	0	0.0%

Maximum Values

Value	Count	Frequency
1	1226	56.92%
11	904	41.97%
2	22	1.02%
99902	2	0.09%

Minimum Values

Value	Count	Frequency
99902	2	0.09%
2	22	1.02%
11	904	41.97%
1	1226	56.92%

sbp1
integer

Distinct	126
`NA`s	2
`Inf`/`-Inf`	0

Mean	139.01
Minimum	83
Maximum	253

Quantile Statistics

Minimum	83.00
5th Percentile	107.00
Q1	123.00
Median	137.00
Q3	153.00
95th Percentile	180.00
Maximum	253.00
Range	170.00
IQR	30.00

Descriptive Statistics

Mean	139.01
Variance	506.09
Standard Deviation	22.50
Coefficient of Variation	0.16

Value	Count	Frequency
134	52	2.4%
138	48	2.2%
132	46	2.1%
139	43	2.0%
115	42	1.9%
145	41	1.9%
108	40	1.9%
122	40	1.9%
131	40	1.9%
Other Values (1722)	1722	79.9%

Maximum Values

Value	Count	Frequency
134	52	2.41%
138	48	2.23%
132	46	2.14%
139	43	2.00%
115	42	1.95%
145	41	1.90%
108	40	1.86%
122	40	1.86%
131	40	1.86%
137	40	1.86%

Minimum Values

Value	Count	Frequency
83	1	0.05%
87	1	0.05%
94	1	0.05%
197	1	0.05%
199	1	0.05%
200	1	0.05%
203	1	0.05%
205	1	0.05%
209	1	0.05%
210	1	0.05%

sbp2
integer

Distinct	124
`NA`s	6
`Inf`/`-Inf`	0

Mean	136.4
Minimum	83
Maximum	258

Quantile Statistics

Minimum	83.00
5th Percentile	105.00
Q1	120.00
Median	134.00
Q3	150.00
95th Percentile	175.00
Maximum	258.00
Range	175.00
IQR	30.00

Descriptive Statistics

Mean	136.40
Variance	477.76
Standard Deviation	21.86
Coefficient of Variation	0.16

Value	Count	Frequency
134	50	2.3%
129	45	2.1%
125	43	2.0%
144	43	2.0%
126	42	1.9%
128	42	1.9%
130	42	1.9%
133	41	1.9%
143	41	1.9%
Other Values (1726)	1726	80.1%

Maximum Values

Value	Count	Frequency
134	50	2.32%
129	45	2.09%
125	43	2.00%
144	43	2.00%
126	42	1.95%
128	42	1.95%
130	42	1.95%
133	41	1.90%
143	41	1.90%
114	39	1.81%

Minimum Values

Value	Count	Frequency
83	1	0.05%
84	1	0.05%
87	1	0.05%
90	1	0.05%
92	1	0.05%
192	1	0.05%
195	1	0.05%
204	1	0.05%
206	1	0.05%
208	1	0.05%

dbp1
integer

Distinct	76
`NA`s	2
`Inf`/`-Inf`	0

Mean	84.52
Minimum	53
Maximum	198

Quantile Statistics

Minimum	53.00
5th Percentile	68.00
Q1	76.00
Median	84.00
Q3	92.00
95th Percentile	103.00
Maximum	198.00
Range	145.00
IQR	16.00

Descriptive Statistics

Mean	84.52
Variance	139.52
Standard Deviation	11.81
Coefficient of Variation	0.14

Value	Count	Frequency
85	94	4.4%
83	83	3.9%
87	81	3.8%
82	78	3.6%
86	78	3.6%
77	77	3.6%
81	74	3.4%
78	69	3.2%
84	66	3.1%
Other Values (1389)	1389	64.5%

Maximum Values

Value	Count	Frequency
85	94	4.36%
83	83	3.85%
87	81	3.76%
82	78	3.62%
86	78	3.62%
77	77	3.57%
81	74	3.44%
78	69	3.20%
84	66	3.06%
79	65	3.02%

Minimum Values

Value	Count	Frequency
53	1	0.05%
54	1	0.05%
56	1	0.05%
118	1	0.05%
120	1	0.05%
121	1	0.05%
125	1	0.05%
128	1	0.05%
136	1	0.05%
141	1	0.05%

dbp2
integer

Distinct	72
`NA`s	6
`Inf`/`-Inf`	0

Mean	83.52
Minimum	55
Maximum	151

Quantile Statistics

Minimum	55.00
5th Percentile	66.00
Q1	75.00
Median	83.00
Q3	91.00
95th Percentile	103.00
Maximum	151.00
Range	96.00
IQR	16.00

Descriptive Statistics

Mean	83.52
Variance	132.67
Standard Deviation	11.52
Coefficient of Variation	0.14

Value	Count	Frequency
79	82	3.8%
77	80	3.7%
75	74	3.4%
82	74	3.4%
84	74	3.4%
78	71	3.3%
81	69	3.2%
83	69	3.2%
85	69	3.2%
Other Values (1423)	1423	66.1%

Maximum Values

Value	Count	Frequency
79	82	3.81%
77	80	3.71%
75	74	3.44%
82	74	3.44%
84	74	3.44%
78	71	3.30%
81	69	3.20%
83	69	3.20%
85	69	3.20%
88	69	3.20%

Minimum Values

Value	Count	Frequency
57	1	0.05%
58	1	0.05%
118	1	0.05%
121	1	0.05%
122	1	0.05%
123	1	0.05%
132	1	0.05%
151	1	0.05%
56	2	0.09%
113	2	0.09%

height
integer

Distinct	53
`NA`s	3
`Inf`/`-Inf`	0

Mean	168.22
Minimum	144
Maximum	198

Quantile Statistics

Minimum	144.00
5th Percentile	154.00
Q1	161.00
Median	168.00
Q3	175.00
95th Percentile	183.00
Maximum	198.00
Range	54.00
IQR	14.00

Descriptive Statistics

Mean	168.22
Variance	85.48
Standard Deviation	9.25
Coefficient of Variation	0.05

Value	Count	Frequency
170	91	4.2%
166	86	4.0%
162	85	3.9%
169	84	3.9%
164	83	3.9%
165	82	3.8%
163	81	3.8%
167	81	3.8%
168	78	3.6%
Other Values (1328)	1328	61.7%

Maximum Values

Value	Count	Frequency
170	91	4.22%
166	86	3.99%
162	85	3.95%
169	84	3.90%
164	83	3.85%
165	82	3.81%
163	81	3.76%
167	81	3.76%
168	78	3.62%
171	75	3.48%

Minimum Values

Value	Count	Frequency
198	1	0.05%
144	2	0.09%
193	2	0.09%
195	2	0.09%
145	3	0.14%
146	3	0.14%
`NA`	3	0.14%
148	4	0.19%
147	5	0.23%
192	5	0.23%

weight
numeric

Distinct	1,764
`NA`s	4
`Inf`/`-Inf`	0

Mean	77.63
Minimum	42.6
Maximum	144.44

Quantile Statistics

Minimum	42.60
5th Percentile	55.46
Q1	66.16
Median	77.04
Q3	87.35
95th Percentile	103.37
Maximum	144.44
Range	101.84
IQR	21.18

Descriptive Statistics

Mean	77.63
Variance	227.34
Standard Deviation	15.08
Coefficient of Variation	0.19

Value	Count	Frequency
68.78	5	0.2%
64.14	4	0.2%
64.61	4	0.2%
66.95	4	0.2%
67.97	4	0.2%
79.41	4	0.2%
80.18	4	0.2%
81.01	4	0.2%
`NA`	4	0.2%
Other Values (2114)	2114	98.1%

Maximum Values

Value	Count	Frequency
68.78	5	0.23%
64.14	4	0.19%
64.61	4	0.19%
66.95	4	0.19%
67.97	4	0.19%
79.41	4	0.19%
80.18	4	0.19%
81.01	4	0.19%
`NA`	4	0.19%
55.80	3	0.14%

Minimum Values

Value	Count	Frequency
42.60	1	0.05%
42.66	1	0.05%
42.75	1	0.05%
44.48	1	0.05%
44.72	1	0.05%
44.74	1	0.05%
44.78	1	0.05%
45.33	1	0.05%
45.52	1	0.05%
46.88	1	0.05%

waist
character

Distinct	2,106
`NA`s	3
`Inf`/`-Inf`	0

Common Values
String Lengths

Value	Count	Frequency
`NA`	3	0.1%
101.099	2	0.1%
101.585	2	0.1%
102.832	2	0.1%
103.387	2	0.1%
103.844	2	0.1%
104.654	2	0.1%
104.992	2	0.1%
105.206	2	0.1%
Other Values (2133)	2133	99.0%

String Lengths

Mean	6.1
Minimum	2.0
Maximum	7.0

Histogram

cholesterol
numeric

Distinct	1,669
`NA`s	15
`Inf`/`-Inf`	0

Mean	5.76
Minimum	2.67
Maximum	12.12

Quantile Statistics

Minimum	2.67
5th Percentile	3.98
Q1	4.92
Median	5.68
Q3	6.49
95th Percentile	7.88
Maximum	12.12
Range	9.45
IQR	1.58

Descriptive Statistics

Mean	5.76
Variance	1.43
Standard Deviation	1.20
Coefficient of Variation	0.21

Value	Count	Frequency
`NA`	15	0.7%
5.546	5	0.2%
5.654	5	0.2%
6.011	5	0.2%
6.958	5	0.2%
4.685	4	0.2%
4.856	4	0.2%
5.204	4	0.2%
5.811	4	0.2%
Other Values (2099)	2099	97.4%

Maximum Values

Value	Count	Frequency
`NA`	15	0.70%
5.546	5	0.23%
5.654	5	0.23%
6.011	5	0.23%
6.958	5	0.23%
4.685	4	0.19%
4.856	4	0.19%
5.204	4	0.19%
5.811	4	0.19%
6.505	4	0.19%

Minimum Values

Value	Count	Frequency
2.671	1	0.05%
2.771	1	0.05%
2.900	1	0.05%
2.960	1	0.05%
3.092	1	0.05%
3.108	1	0.05%
3.111	1	0.05%
3.112	1	0.05%
3.154	1	0.05%
3.188	1	0.05%

hdl
numeric

Distinct	1,112
`NA`s	16
`Inf`/`-Inf`	0

Mean	1.45
Minimum	0.42
Maximum	7.2

Quantile Statistics

Minimum	0.42
5th Percentile	0.90
Q1	1.14
Median	1.39
Q3	1.70
95th Percentile	2.19
Maximum	7.20
Range	6.78
IQR	0.55

Descriptive Statistics

Mean	1.45
Variance	0.19
Standard Deviation	0.44
Coefficient of Variation	0.30

Value	Count	Frequency
`NA`	16	0.7%
1.018	8	0.4%
1.095	7	0.3%
1.307	7	0.3%
1.365	7	0.3%
0.897	6	0.3%
0.905	6	0.3%
1.044	6	0.3%
1.085	6	0.3%
Other Values (2079)	2079	96.5%

Maximum Values

Value	Count	Frequency
`NA`	16	0.74%
1.018	8	0.37%
1.095	7	0.32%
1.307	7	0.32%
1.365	7	0.32%
0.897	6	0.28%
0.905	6	0.28%
1.044	6	0.28%
1.085	6	0.28%
1.139	6	0.28%

Minimum Values

Value	Count	Frequency
0.423	1	0.05%
0.477	1	0.05%
0.497	1	0.05%
0.509	1	0.05%
0.635	1	0.05%
0.638	1	0.05%
0.639	1	0.05%
0.668	1	0.05%
0.688	1	0.05%
0.689	1	0.05%

ldl
numeric

Distinct	2,126
`NA`s	28
`Inf`/`-Inf`	0

Mean	3.58
Minimum	0.7
Maximum	9.24

Quantile Statistics

Minimum	0.70
5th Percentile	1.94
Q1	2.75
Median	3.52
Q3	4.24
95th Percentile	5.56
Maximum	9.24
Range	8.54
IQR	1.49

Descriptive Statistics

Mean	3.58
Variance	1.28
Standard Deviation	1.13
Coefficient of Variation	0.32

Value	Count	Frequency
`NA`	28	1.3%
4.445541	2	0.1%
0.695779	1	0.0%
0.840219	1	0.0%
0.94382	1	0.0%
1.034665	1	0.0%
1.061681	1	0.0%
1.114072	1	0.0%
1.121906	1	0.0%
Other Values (2116)	2116	98.2%

Maximum Values

Value	Count	Frequency
`NA`	28	1.30%
4.445541	2	0.09%
0.695779	1	0.05%
0.840219	1	0.05%
0.943820	1	0.05%
1.034665	1	0.05%
1.061681	1	0.05%
1.114072	1	0.05%
1.121906	1	0.05%
1.145217	1	0.05%

Minimum Values

Value	Count	Frequency
0.695779	1	0.05%
0.840219	1	0.05%
0.943820	1	0.05%
1.034665	1	0.05%
1.061681	1	0.05%
1.114072	1	0.05%
1.121906	1	0.05%
1.145217	1	0.05%
1.153176	1	0.05%
1.208653	1	0.05%

school
numeric

Distinct	7
`NA`s	0
`Inf`/`-Inf`	0

Mean	5,242.27
Minimum	0
Maximum	99,914

Quantile Statistics

Minimum	0.00
5th Percentile	0.00
Q1	0.00
Median	2.00
Q3	2.00
95th Percentile	99,900.00
Maximum	99,914.00
Range	99,914.00
IQR	2.00

Descriptive Statistics

Mean	5,242.27
Variance	496,383,722.41
Standard Deviation	22,279.67
Coefficient of Variation	4.25

Value	Count	Frequency
2	981	45.5%
0	779	36.2%
1	256	11.9%
99914	60	2.8%
99900	53	2.5%
3	18	0.8%
4	7	0.3%
Other Values (0)	0	0.0%

Maximum Values

Value	Count	Frequency
2	981	45.54%
0	779	36.17%
1	256	11.88%
99914	60	2.79%
99900	53	2.46%
3	18	0.84%
4	7	0.32%

Minimum Values

Value	Count	Frequency
4	7	0.32%
3	18	0.84%
99900	53	2.46%
99914	60	2.79%
1	256	11.88%
0	779	36.17%
2	981	45.54%

family
numeric

Distinct	7
`NA`s	0
`Inf`/`-Inf`	0

Mean	3,109.63
Minimum	1
Maximum	99,914

Quantile Statistics

Minimum	1.00
5th Percentile	1.00
Q1	1.00
Median	1.00
Q3	3.00
95th Percentile	5.00
Maximum	99,914.00
Range	99,913.00
IQR	2.00

Descriptive Statistics

Mean	3,109.63
Variance	300,975,309.34
Standard Deviation	17,348.64
Coefficient of Variation	5.58

Value	Count	Frequency
1	1352	62.8%
3	394	18.3%
5	161	7.5%
4	147	6.8%
99914	60	2.8%
2	33	1.5%
99900	7	0.3%
Other Values (0)	0	0.0%

Maximum Values

Value	Count	Frequency
1	1352	62.77%
3	394	18.29%
5	161	7.47%
4	147	6.82%
99914	60	2.79%
2	33	1.53%
99900	7	0.32%

Minimum Values

Value	Count	Frequency
99900	7	0.32%
2	33	1.53%
99914	60	2.79%
4	147	6.82%
5	161	7.47%
3	394	18.29%
1	1352	62.77%

smoking
numeric

Distinct	5
`NA`s	0
`Inf`/`-Inf`	0

Mean	3,155.08
Minimum	0
Maximum	99,914

Quantile Statistics

Minimum	0.00
5th Percentile	0.00
Q1	0.00
Median	1.00
Q3	2.00
95th Percentile	2.00
Maximum	99,914.00
Range	99,914.00
IQR	2.00

Descriptive Statistics

Mean	3,155.08
Variance	305,325,790.86
Standard Deviation	17,473.57
Coefficient of Variation	5.54

Value	Count	Frequency
0	733	34.0%
1	697	32.4%
2	656	30.5%
99914	60	2.8%
99900	8	0.4%
Other Values (0)	0	0.0%

Maximum Values

Value	Count	Frequency
0	733	34.03%
1	697	32.36%
2	656	30.45%
99914	60	2.79%
99900	8	0.37%

Minimum Values

Value	Count	Frequency
99900	8	0.37%
99914	60	2.79%
2	656	30.45%
1	697	32.36%
0	733	34.03%

myocard
numeric

Distinct	5
`NA`s	0
`Inf`/`-Inf`	0

Mean	3,434.33
Minimum	1
Maximum	99,914

Quantile Statistics

Minimum	1.00
5th Percentile	2.00
Q1	2.00
Median	2.00
Q3	2.00
95th Percentile	2.00
Maximum	99,914.00
Range	99,913.00
IQR	0.00

Descriptive Statistics

Mean	3,434.33
Variance	331,297,912.97
Standard Deviation	18,201.59
Coefficient of Variation	5.30

Value	Count	Frequency
2	2015	93.5%
1	65	3.0%
99914	60	2.8%
99900	7	0.3%
99901	7	0.3%
Other Values (0)	0	0.0%

Maximum Values

Value	Count	Frequency
2	2015	93.55%
1	65	3.02%
99914	60	2.79%
99900	7	0.32%
99901	7	0.32%

Minimum Values

Value	Count	Frequency
99900	7	0.32%
99901	7	0.32%
99914	60	2.79%
1	65	3.02%
2	2015	93.55%

stroke
numeric

Distinct	5
`NA`s	0
`Inf`/`-Inf`	0

Mean	3,248.82
Minimum	1
Maximum	99,914

Quantile Statistics

Minimum	1.00
5th Percentile	2.00
Q1	2.00
Median	2.00
Q3	2.00
95th Percentile	2.00
Maximum	99,914.00
Range	99,913.00
IQR	0.00

Descriptive Statistics

Mean	3,248.82
Variance	313,996,314.83
Standard Deviation	17,719.94
Coefficient of Variation	5.45

Value	Count	Frequency
2	2028	94.2%
99914	60	2.8%
1	56	2.6%
99900	7	0.3%
99901	3	0.1%
Other Values (0)	0	0.0%

Maximum Values

Value	Count	Frequency
2	2028	94.15%
99914	60	2.79%
1	56	2.60%
99900	7	0.32%
99901	3	0.14%

Minimum Values

Value	Count	Frequency
99901	3	0.14%
99900	7	0.32%
1	56	2.60%
99914	60	2.79%
2	2028	94.15%

diab_known
integer

Distinct	3
`NA`s	0
`Inf`/`-Inf`	0

Mean	324.75
Minimum	0
Maximum	99,900

Quantile Statistics

Minimum	0.00
5th Percentile	0.00
Q1	0.00
Median	0.00
Q3	0.00
95th Percentile	1.00
Maximum	99,900.00
Range	99,900.00
IQR	0.00

Descriptive Statistics

Mean	324.75
Variance	32,342,271.56
Standard Deviation	5,687.03
Coefficient of Variation	17.51

Value	Count	Frequency
0	1946	90.3%
1	201	9.3%
99900	7	0.3%
Other Values (0)	0	0.0%

Maximum Values

Value	Count	Frequency
0	1946	90.34%
1	201	9.33%
99900	7	0.32%

Minimum Values

Value	Count	Frequency
99900	7	0.32%
1	201	9.33%
0	1946	90.34%

diab_age
integer

Distinct	49
`NA`s	0
`Inf`/`-Inf`	0

Mean	91,790.05
Minimum	12
Maximum	99,900

Quantile Statistics

Minimum	12.00
5th Percentile	59.00
Q1	99,801.00
Median	99,801.00
Q3	99,801.00
95th Percentile	99,801.00
Maximum	99,900.00
Range	99,888.00
IQR	0.00

Descriptive Statistics

Mean	91,790.05
Variance	735,269,205.07
Standard Deviation	27,115.85
Coefficient of Variation	0.30

Value	Count	Frequency
99801	1974	91.6%
55	14	0.6%
50	13	0.6%
45	8	0.4%
60	8	0.4%
61	7	0.3%
99900	7	0.3%
40	6	0.3%
54	6	0.3%
Other Values (105)	105	4.9%

Maximum Values

Value	Count	Frequency
99801	1974	91.64%
55	14	0.65%
50	13	0.60%
45	8	0.37%
60	8	0.37%
61	7	0.32%
99900	7	0.32%
40	6	0.28%
54	6	0.28%
62	6	0.28%

Minimum Values

Value	Count	Frequency
15	1	0.05%
18	1	0.05%
27	1	0.05%
36	1	0.05%
47	1	0.05%
66	1	0.05%
73	1	0.05%
74	1	0.05%
75	1	0.05%
76	1	0.05%

contraception
numeric

Distinct	4
`NA`s	0
`Inf`/`-Inf`	0

Mean	58,750.81
Minimum	1
Maximum	99,900

Quantile Statistics

Minimum	1.00
5th Percentile	1.00
Q1	1.00
Median	99,801.00
Q3	99,801.00
95th Percentile	99,801.00
Maximum	99,900.00
Range	99,899.00
IQR	99,800.00

Descriptive Statistics

Mean	58,750.81
Variance	2,412,815,332.57
Standard Deviation	49,120.42
Coefficient of Variation	0.84

Value	Count	Frequency
99801	1264	58.7%
1	584	27.1%
2	302	14.0%
99900	4	0.2%
Other Values (0)	0	0.0%

Maximum Values

Value	Count	Frequency
99801	1264	58.68%
1	584	27.11%
2	302	14.02%
99900	4	0.19%

Minimum Values

Value	Count	Frequency
99900	4	0.19%
2	302	14.02%
1	584	27.11%
99801	1264	58.68%

income
integer

Distinct	5
`NA`s	0
`Inf`/`-Inf`	0

Mean	5,381.81
Minimum	1
Maximum	99,901

Quantile Statistics

Minimum	1.00
5th Percentile	1.00
Q1	1.00
Median	2.00
Q3	3.00
95th Percentile	99,900.00
Maximum	99,901.00
Range	99,900.00
IQR	2.00

Descriptive Statistics

Mean	5,381.81
Variance	508,738,022.08
Standard Deviation	22,555.22
Coefficient of Variation	4.19

Value	Count	Frequency
2	992	46.1%
1	602	27.9%
3	444	20.6%
99901	100	4.6%
99900	16	0.7%
Other Values (0)	0	0.0%

Maximum Values

Value	Count	Frequency
2	992	46.05%
1	602	27.95%
3	444	20.61%
99901	100	4.64%
99900	16	0.74%

Minimum Values

Value	Count	Frequency
99900	16	0.74%
99901	100	4.64%
3	444	20.61%
1	602	27.95%
2	992	46.05%

	id	exdate	age	sex	obs_bp	obs_soma	obs_int	dev_bp	dev_length	dev_weight	sbp1	sbp2	dbp1	dbp2	height	weight	waist	cholesterol	hdl	ldl	school	family	smoking	myocard	stroke	diab_known	diab_age	contraception	income
1	3861	1998-09-22	65	1	9	9	11	18	11	11	179	176	96	106	145	68.90	97.57	5.169	2.167	2.681037	0	1	0	2	2	0	99801	99801	2
2	6506	1998-01-21	70	1	4	4	3	9	3	1	140	138	80	77	144	71.98	100.739	5.751	1.162	3.550086	0	1	1	2	2	0	99801	99801	99901
3	6096	1999-04-07	43	2	4	4	2	10	3	1	123	114	77	80	164	67.28	77.086	5.612	2.181	2.254230	1	3	0	2	2	0	99801	1	3
4	6674	2000-10-06	55	2	3	5	2	22	4	1	132	129	89	89	156	79.00	77.644	5.214	1.879	2.885588	2	1	1	2	2	0	99801	1	2
5	6490	1998-11-17	69	2	7	7	12	18	11	11	145	145	71	73	149	72.00	102.943	5.504	1.180	3.832339	1	3	0	2	2	1	79	2	2
6..2149
2150	6270	1998-09-14	37	2	7	7	7	19	11	11	106	109	77	69	161	61.54	79.563	7.030	0.886	4.938023	2	1	2	2	2	0	99801	1	2
2151	6360	1999-02-10	61	2	7	7	12	16	11	11	167	155	81	87	162	74.81	92.705	7.238	1.273	5.512811	0	1	0	2	2	0	50	1	2
2152	4168	1998-09-02	65	2	7	7	11	19	11	11	163	154	88	85	182	97.21	108.594	4.685	0.918	2.817169	0	1	1	2	2	0	99801	99801	2
2153	5670	2000-04-19	33	2	4	4	3	10	3	1	154	151	97	91	176	94.12	102.354	6.273	1.465	3.202833	2	1	2	2	2	0	99801	99801	2
2154	6440	2000-07-04	73	2	7	7	22	20	11	11	129	108	67	68	154	67.81	84.203	8.219	2.215	5.647124	0	1	1	2	2	1	50	2	2

Overview of `sd1`

Variables

Interactions

Correlations

Missing Values

Sample

Overview of sd1

Variables

Interactions

Correlations

Missing Values

Sample

Overview of `sd1`